Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "120"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 120 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_13767/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 120, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 1.592953 -0.616832 0.350652 -1.115793 0.662622 -0.743115 0.160492 -0.661601 0.7883 0.8021 0.2423 2.916095 3.348663
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% 1.665176 0.222727 1.170321 -0.835952 0.055045 -0.040235 1.746267 2.187467 0.7390 0.7374 0.2480 2.708560 2.539036
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.414508 -1.198555 0.923140 0.939623 1.990299 -1.102912 1.508966 -0.167827 0.0295 0.0293 0.0017 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.092747 8.524479 0.880687 0.576847 20.835681 24.683315 21.385468 24.471451 0.6628 0.6819 0.3422 12.385009 10.784076
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.527643 1.981789 1.747227 -0.730587 4.074347 2.872425 9.783396 11.774204 0.6734 0.6905 0.3507 8.409733 7.941862
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 1.614048 -0.587483 2.127784 -0.900376 0.188802 -0.726302 0.655423 -0.693582 0.7154 0.7168 0.2794 1.929685 1.840195
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 2.126262 -0.319978 2.582971 -0.480626 0.977709 0.686550 0.799212 -0.035369 0.7813 0.7748 0.2103 4.276951 3.136378
2459587 digital_ok 100.00% - - - 100.00% 0.00% 0.803359 0.821994 3.667219 -0.654083 -0.522816 -0.558005 7.004086 7.587625 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.601617 0.115399 0.506012 0.281555 -0.354567 0.983470 4.886984 6.465529 0.6554 0.6752 0.3532 5.966660 5.697579
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.997388 5.181185 0.644446 1.381859 2.183055 4.248960 2.697620 0.329755 0.0305 0.0298 0.0012 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.715768 20.799912 5.614067 3.402530 5.602344 12.075685 17.448489 17.363743 0.6572 0.6767 0.3508 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.714445 2.428203 2.233126 -0.602939 2.328170 3.218877 6.689438 7.207938 0.6642 0.6838 0.3675 0.000000 0.000000
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.437569 2.300257 1.371199 -0.495098 1.509943 1.905833 7.970020 9.424806 0.6687 0.6849 0.3666 8.269121 6.587399
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 19.46% 8.11% 0.001552 -0.151483 2.349966 -0.953076 -0.743871 -0.365081 1.259619 0.786720 0.6783 0.6959 0.3684 2.283085 2.012670
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.440202 10.935818 1.581640 -0.272916 5.617291 6.485869 24.121815 22.789622 0.6616 0.6793 0.3501 0.000000 0.000000
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.017022 0.736473 3.241550 -0.445334 0.314977 1.289114 4.124840 6.174964 0.6640 0.6846 0.3754 6.215328 5.682004
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.155878 -0.835095 -0.331739 1.026490 -0.162438 -0.451425 0.068889 -1.730482 0.0284 0.0278 0.0014 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.112290 -0.772153 3.210241 -0.779147 0.015211 -0.507445 1.152195 0.765957 0.6705 0.6920 0.3746 1.911428 1.658344
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% 0.307204 -0.676672 2.387557 -0.353986 0.298189 -0.491389 1.508989 0.443314 0.6949 0.7164 0.3762 1.618091 1.544040
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.078023 -0.759788 2.745755 -0.331112 1.195232 -0.492823 4.018576 -0.371826 0.7594 0.7662 0.3212 8.776613 7.713638
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 1.08% 0.981266 -0.458930 0.813574 -0.428665 -0.670046 -0.678936 -0.377205 -0.502539 0.6926 0.7100 0.3756 1.725321 1.569737
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.415012 5.710222 2.688806 -0.517365 3.583844 5.674153 23.589220 29.020414 0.6835 0.7022 0.3569 8.185549 6.717172
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.397057 5.204366 1.818301 -0.547981 2.123062 3.725723 33.002772 44.939748 0.6946 0.7125 0.3501 11.808555 9.606614
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.701351 -0.721077 -0.092080 0.971921 1.942769 -0.063931 0.101996 -1.798831 0.0374 0.0289 0.0032 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.54% 1.566951 -0.873444 1.015665 -0.492881 0.961674 -0.962013 0.732219 -0.696296 0.7708 0.7799 0.2265 2.598736 2.194010
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.478676 3.325034 4.961827 -0.589434 5.650990 3.311580 28.063416 17.737301 0.6718 0.6956 0.3760 9.969161 7.399823
2459565 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.684108 -0.538356 -0.558639 -0.096327 4.336892 0.204608 2.378490 2.406677 0.7026 0.7120 0.3822 3.606146 2.996344
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.156996 -0.699482 0.783846 0.077197 3.226977 -0.783707 2.429002 0.682011 0.6986 0.7109 0.3811 1.766578 1.640155
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.223235 -0.659092 1.665497 0.130469 0.153267 0.514834 1.526141 0.811987 0.6948 0.7145 0.3827 1.829084 1.568989
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.118855 -0.573116 1.304868 0.031292 -0.224718 0.337710 0.879749 0.382264 0.7019 0.7194 0.3758 1.813181 1.604244
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.147957 -0.791478 1.726387 -0.014232 0.044440 0.606353 0.883427 0.242815 0.6924 0.7118 0.3905 1.863196 1.577504
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% -0.009595 -0.867371 1.568060 -0.115476 0.011343 0.466707 1.103062 0.309418 0.6929 0.7104 0.3755 1.822682 1.568020
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.612690 -0.674364 2.028320 -0.192907 -0.495748 -0.876294 2.315749 1.483072 0.6937 0.7084 0.3848 1.798462 1.596298
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0292 0.0297 0.0012 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.639616 -0.437831 1.267474 -0.214958 -0.508268 -0.661053 -0.080809 -0.454305 0.6932 0.7096 0.3792 1.733527 1.572517
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7003 0.7156 0.3870 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6965 0.7118 0.3852 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.131133 -0.662901 1.513262 -0.987216 2.580886 -0.822608 1.148138 1.926180 0.7078 0.7174 0.3757 1.058120 1.171035
2459551 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.864246 0.071714 0.676847 -0.280672 0.548104 0.807439 9.487466 7.625385 0.6973 0.7127 0.3653 4.145033 3.312866
2459550 digital_ok - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0458 0.0448 0.0012 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.085190 2.323210 0.751215 -0.694042 3.341965 2.929488 24.378415 19.305792 0.6897 0.7083 0.3783 5.230066 4.297556
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.201059 -1.066291 0.404818 -0.449416 0.336698 -0.526418 2.114099 1.571380 0.7485 0.7604 0.3436 2.043701 1.640438
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% 0.003132 -1.202223 0.993959 -0.986671 2.704141 -1.121665 1.003939 -0.366413 0.7343 0.7463 0.3169 1.521191 1.459213
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 16.96% 0.958031 -0.647330 0.580621 0.007721 1.343924 0.266507 2.977868 1.672036 0.7486 0.7585 0.3263 2.000931 1.619517
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.964067 1.025482 2.728951 -0.857469 1.994023 1.134151 18.102964 14.140336 0.7222 0.7327 0.4019 6.444913 5.452177
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.719424 5.353093 0.458726 -0.298156 3.524941 2.463606 22.443135 23.629028 0.7770 0.7787 0.3242 3.853226 3.390689
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.45% 0.261961 -0.788822 0.720912 -0.008091 -0.083224 -0.481434 1.969602 1.687828 0.7750 0.7727 0.3347 1.883482 1.684688
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.566986 -0.810538 1.057674 -0.686922 -0.789565 -0.557779 1.921205 1.628750 0.7157 0.7351 0.3873 1.701780 1.530448
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.588261 6.998002 1.492549 -0.411733 7.738428 9.437487 30.052141 32.606084 0.7183 0.7341 0.3608 5.377647 4.828021
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.947868 1.184175 0.683390 -0.207873 2.464853 2.846959 14.381079 16.500778 0.7230 0.7384 0.3784 4.554257 4.284642
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.950814 -0.956569 2.052541 -0.418787 0.897980 -1.234191 1.402336 0.419081 0.9131 0.9431 0.2770 0.000000 0.000000
2459523 digital_ok 0.00% - - - 12.24% 2.04% -0.237766 -1.495141 2.335533 -0.692122 -1.045224 -1.176728 0.545921 -0.223717 nan nan nan 2.180883 1.937978
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.252331 -1.221640 1.819205 -0.498971 -0.860027 -0.487276 3.289465 0.869761 0.6708 0.7287 0.3390 1.683452 2.198068
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.657862 -1.002658 -0.229503 0.315603 0.480956 -1.230552 -0.068046 -1.355633 0.0523 0.0333 0.0035 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.712440 -0.629096 0.665114 -0.000579 -0.327313 -0.721165 0.873868 -0.126805 0.9245 0.9559 0.1574 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.406044 -0.528110 1.101133 0.120848 -0.062480 -0.787713 0.221238 -0.669626 0.8885 0.8690 0.1934 6.635802 5.300713
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.805321 -0.610114 1.857424 -0.161267 2.988585 -0.682121 1.133647 0.153560 0.8885 0.8806 0.4053 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% 0.166162 -0.732134 0.312394 -0.464994 0.037870 -0.811235 0.584960 0.006481 0.8793 0.9066 0.3613 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 5.26% -0.104222 -1.429958 -0.062481 -0.504460 1.164465 -0.302226 0.865215 0.475243 0.8864 0.9011 0.3540 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.084905 -1.233845 0.824474 0.017188 1.236486 -0.057114 3.004441 1.406828 0.8946 0.9441 0.1597 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.033208 -1.281042 0.539351 -0.218285 1.113193 -0.183430 3.296582 0.920076 0.8988 0.9033 0.3777 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 2.63% -0.138593 -1.244970 0.484228 -0.444110 1.407995 -0.796496 2.044837 -0.109792 0.9205 0.9383 0.2946 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.473198 -1.376770 0.972913 -0.095443 2.056765 -0.014199 2.024808 0.770757 0.8811 0.8936 0.3914 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 5.26% -0.327349 -1.385310 0.793301 -0.154068 1.965221 -0.217762 1.449142 0.633247 0.8754 0.8889 0.4266 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 5.26% -0.231125 -1.322024 0.628486 -0.037075 1.646651 -0.016893 0.405125 -0.352421 0.8712 0.8841 0.4398 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.017839 -1.039787 0.183558 -1.634379 -0.997389 -0.548026 0.128268 -1.164243 0.7381 0.7991 0.3406 0.000000 0.000000
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.398863 -0.934355 0.371735 -1.496061 -0.919397 -1.137930 0.122373 -0.650536 0.7774 0.8127 0.2763 0.000000 0.000000
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.464525 -0.709159 -0.050306 -1.942194 -0.701870 -1.069930 0.991081 -0.382864 0.7483 0.8050 0.3598 0.000000 0.000000
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.235023 -1.250528 0.173025 -1.545229 -0.847559 -0.318601 3.441980 0.749200 0.7658 0.8105 0.3070 0.000000 0.000000
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 14.29% -0.320908 -1.339299 0.494575 -1.115916 -0.903789 -0.707099 1.019970 -0.445433 0.7649 0.8136 0.3427 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 120: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 73.679108 16.107650 25.698205 11.939818 73.679108 20.957059 24.270746 12.481156 26.305728

Antenna 120: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 61.069686 30.385977 18.887497 61.069686 9.795563 27.327044 23.213222 24.012086 11.215298

Antenna 120: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 61.288364 18.658206 29.308713 9.620333 61.288364 29.709514 32.768568 17.315901 37.218169

Antenna 120: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 60.810631 14.916418 22.933992 9.107240 60.810631 30.939629 34.215812 7.555081 17.175489

Antenna 120: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 45.968459 19.051428 36.880942 3.093383 45.968459 23.544273 39.834866 1.178339 6.306089

Antenna 120: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 77.936890 16.191373 27.630579 10.372558 77.936890 29.448336 31.977149 1.501568 4.201471

Antenna 120: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 70.073934 44.029724 26.174238 70.073934 9.157076 47.546170 43.826474 14.153574 5.732629

Antenna 120: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 75.789495 40.788429 24.463191 75.789495 6.158718 49.475312 43.077378 32.951785 15.455133

Antenna 120: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 77.223738 36.498069 20.017095 77.223738 6.265764 52.941938 48.800243 14.354944 5.693276

Antenna 120: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 61.794649 19.940190 37.580400 4.424178 61.794649 30.268367 34.029310 5.120199 14.091825

Antenna 120: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 75.827461 40.659884 21.643653 75.827461 5.118361 50.807187 48.475002 22.175881 7.785751

Antenna 120: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 78.757918 30.408110 15.468953 78.757918 2.095736 43.386105 25.756118 2.740029 0.272079

Antenna 120: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 77.004322 18.779819 37.864086 4.059857 77.004322 43.496980 47.990932 0.369677 1.810046

Antenna 120: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape 34.619084 34.619084 16.942181 23.319205 2.345408 22.558182 21.738215 9.109556 2.161583

Antenna 120: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape 32.894622 32.894622 15.796401 11.759935 1.337463 12.712196 12.441142 6.468595 1.025268

Antenna 120: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 6.890328 2.427220 6.451404 -1.181919 6.890328 -0.399019 1.316835 -0.258492 2.320694

Antenna 120: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape 24.718382 24.718382 12.261564 14.695431 1.395140 22.067293 14.487098 7.619264 0.423657

Antenna 120: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape 38.088552 22.271847 38.088552 1.729970 11.469203 18.478052 36.863726 -0.353941 9.682143

Antenna 120: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 44.206024 12.753497 32.553931 4.520460 44.206024 2.804372 4.515101 1.504546 4.345770

Antenna 120: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 70.844539 42.904990 14.033147 70.844539 6.699666 12.333409 4.555782 16.604540 3.276726

Antenna 120: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 84.342651 14.658978 44.819166 6.985837 84.342651 13.177143 28.486381 6.136781 26.935237

Antenna 120: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 29.785212 5.534413 19.229935 2.762362 29.785212 0.732389 2.873723 1.454087 6.489972

Antenna 120: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 45.176365 10.494593 30.977280 3.970103 45.176365 4.188642 5.197692 1.383386 8.714770

Antenna 120: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 42.327353 21.630938 7.820798 42.327353 4.869656 5.946796 3.821524 9.080610 2.173722

Antenna 120: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 40.588489 11.202321 32.588527 3.887217 40.588489 6.372803 7.971917 1.978044 7.274697

Antenna 120: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 34.870861 10.339056 26.916215 3.231864 34.870861 6.509329 5.726203 1.187047 7.986306

Antenna 120: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 43.479459 36.845435 13.549190 43.479459 4.260268 6.796315 8.755736 8.579785 1.976552

Antenna 120: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 99.426238 17.705046 41.670803 10.419751 99.426238 18.889657 18.325879 2.807511 9.881487

Antenna 120: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 101.727199 18.323904 47.190058 11.996966 101.727199 15.452143 25.994364 2.509432 7.989191

Antenna 120: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 43.016139 14.696712 35.139996 4.356384 43.016139 7.631155 4.841546 2.527326 9.957306

Antenna 120: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 54.880596 13.708509 33.266839 4.774352 54.880596 8.879920 8.693980 3.118329 10.479421

Antenna 120: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 9.816739 3.252170 9.208779 4.549547 9.816739 3.653167 0.355586 5.784880 9.747791

Antenna 120: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 38.962841 11.372937 6.519517 19.580319 38.962841 1.966484 7.022480 16.944499 8.217646

Antenna 120: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Power 115.463446 37.441728 14.787961 115.463446 10.620968 25.150442 12.075459 13.977260 4.980998

Antenna 120: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Power 46.325124 1.338858 26.227308 1.421165 46.325124 1.095167 8.178464 3.034876 8.856557

Antenna 120: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 15.014944 4.316280 9.157113 15.014944 9.272317 6.327011 1.307284 2.837397 9.564964

Antenna 120: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 20.858981 3.411766 8.447429 15.502723 9.514584 5.063737 0.750929 20.858981 9.938294

Antenna 120: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 34.110242 4.343632 11.166947 16.490418 10.429430 5.613810 0.515746 34.110242 11.518057

Antenna 120: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance ee Power 89.257738 2.775583 41.060031 5.587740 89.257738 7.911712 35.211114 0.774996 10.347440

Antenna 120: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 28.161775 8.588641 3.242910 9.680641 15.383205 0.877124 2.702516 10.178814 28.161775

Antenna 120: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Power 19.306715 3.623433 7.896841 19.306715 10.350080 4.693445 1.538100 6.524888 7.342406

Antenna 120: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 24.730978 2.545571 5.899106 14.667339 7.548277 9.259884 0.640125 24.730978 12.106790

Antenna 120: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 25.877370 3.902048 8.286874 17.456744 9.255137 17.613214 2.205141 25.877370 13.653128

Antenna 120: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 RF_maintenance nn Temporal Discontinuties 17.938362 2.783275 6.880777 15.693002 8.131796 9.637783 1.601715 17.938362 8.387558

Antenna 120: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Power 123.166620 54.284405 5.887797 123.166620 10.200456 22.495609 8.621029 21.787625 -3.427181

Antenna 120: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Power 17.483007 6.135515 2.460744 9.316053 17.483007 2.808874 10.375184 4.615099 12.191053

Antenna 120: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 25.886857 2.696696 6.590507 14.632782 7.664673 11.969662 1.847780 25.886857 9.422036

Antenna 120: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 19.289779 7.468092 3.832208 10.420801 18.736338 3.208210 11.768698 13.394828 19.289779

Antenna 120: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 20.365302 7.188444 3.470165 8.027436 14.483953 1.050055 4.808598 11.028931 20.365302

Antenna 120: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 33.689501 6.608894 2.867168 7.723330 14.693322 1.404746 7.117795 13.304696 33.689501

Antenna 120: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Power 115.699153 42.199077 4.993210 115.699153 10.298723 26.783988 10.068826 20.342263 -3.201219

Antenna 120: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 21.699043 3.884533 8.341978 17.509104 9.378892 5.176915 1.700027 21.699043 12.101625

Antenna 120: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Power inf 388.610783 388.682533 inf inf 1975.339786 1949.906984 7707.849680 8035.953674

Antenna 120: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 12.064861 0.924360 1.244798 9.061752 4.478868 1.830534 0.549495 12.064861 3.845068

Antenna 120: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 17.809397 1.057058 0.758662 11.215969 5.238682 6.348616 0.527125 17.809397 5.543743

Antenna 120: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Power 122.621881 38.471963 4.175940 122.621881 10.544212 26.956024 9.836396 28.447924 -3.695943

Antenna 120: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Shape 1.937233 1.937233 1.838830 0.031869 0.003339 0.647503 0.745203 -0.983642 -0.786926

Antenna 120: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Shape 5.720088 5.720088 5.492652 1.395365 1.283153 0.263130 0.379709 -1.195317 -0.875914

Antenna 120: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Shape 22.625267 22.625267 21.214191 4.731249 4.455119 -0.324802 -0.115978 -1.533935 -1.152859

Antenna 120: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 16.629677 2.008194 9.914836 9.513579 14.118773 14.863548 0.674839 16.629677 4.877393

Antenna 120: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Power 66.355828 19.784050 1.814073 66.355828 3.074425 7.631753 2.906650 5.404682 3.768827

Antenna 120: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Power 36.192055 2.767072 18.991722 1.859492 36.192055 2.227318 7.966955 0.834413 4.164230

Antenna 120: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Temporal Discontinuties 1347.423274 744.896247 744.896247 663.521454 663.521454 553.456640 553.456640 1347.423274 1347.423274

Antenna 120: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok nn Temporal Discontinuties 1471.808881 435.268233 435.268233 360.617759 360.617759 372.185021 372.185021 1471.808881 1471.808881

Antenna 120: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Temporal Discontinuties 29.291697 13.947923 13.947923 13.650780 13.650780 14.572633 14.572633 29.291697 29.291697

Antenna 120: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 N08 digital_ok ee Temporal Discontinuties 26.502576 2.727940 2.077042 1.454476 0.113407 1.882855 0.398693 15.148019 26.502576

Antenna 120: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Temporal Variability 9.628548 1.215436 3.021597 0.644355 3.245827 9.628548 7.653980 3.871408 6.987331

Antenna 120: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Shape 4.539194 1.624289 4.539194 0.751127 1.989501 1.921949 1.372297 1.374909 2.794177

Antenna 120: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Temporal Discontinuties 66.294235 1.102705 2.045180 -0.434187 3.715220 10.295504 9.037047 66.294235 53.672937

Antenna 120: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Temporal Variability 29.675094 2.220786 3.358771 -0.035948 4.281228 29.675094 26.303161 21.475712 20.616153

Antenna 120: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Variability 112.931509 8.523369 8.817381 2.323356 5.346321 68.980033 112.931509 65.358609 69.193050

Antenna 120: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 120: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Temporal Discontinuties 43.419920 8.191562 10.390601 15.268163 6.841664 11.301397 19.158823 25.252331 43.419920

Antenna 120: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 15.359486 3.137276 2.480536 15.359486 7.898368 3.243153 5.661936 5.835367 12.721273

Antenna 120: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Discontinuties 31.981916 1.835221 7.850819 9.861684 19.252401 5.548518 19.277148 9.156996 31.981916

Antenna 120: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 23.565335 2.455593 2.108703 23.565335 12.073496 6.674614 3.742055 5.067688 3.950338

Antenna 120: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 19.161557 2.871693 2.274674 9.540631 19.161557 4.304624 6.492527 2.408044 2.793535

Antenna 120: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 20.023436 2.956848 2.538546 20.023436 9.624003 4.445931 4.100027 6.145500 4.988299

Antenna 120: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Variability 25.132452 5.342000 9.151967 10.383101 21.484925 12.292763 25.132452 5.508697 7.058481

Antenna 120: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Temporal Discontinuties 58.914336 2.378743 2.683305 20.921940 10.265584 4.149734 9.727069 4.646403 58.914336

Antenna 120: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 19.227523 8.506396 6.506983 19.227523 9.442672 16.147044 9.521278 11.327062 10.323970

Antenna 120: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 120: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 18.082857 0.349878 2.436529 18.082857 6.690363 -0.195967 0.799461 5.456678 0.994859

Antenna 120: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 20.922697 1.346710 1.642810 9.677064 20.922697 2.610929 7.648936 6.364850 6.990876

Antenna 120: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 120: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Variability 39.612348 5.908111 4.299355 35.753309 17.972787 39.612348 22.934735 26.621335 11.396837

Antenna 120: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 14.571260 2.371272 0.142850 5.190505 14.571260 -0.249700 -0.244728 0.688817 5.262081

Antenna 120: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Discontinuties 28.026626 4.854306 2.093189 27.737159 13.333591 19.155791 9.450786 28.026626 13.930482

Antenna 120: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 26.546776 1.357846 2.968451 11.996393 26.546776 9.695646 19.406629 9.239713 19.552159

Antenna 120: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Temporal Discontinuties 36.266683 4.237454 2.385571 21.364126 9.940102 18.739084 9.799406 36.266683 17.837541

Antenna 120: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 17.811027 4.209248 2.286392 17.811027 8.346716 13.121495 6.971474 17.265454 9.896813

Antenna 120: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
120 8 digital_ok nn Power 24.818186 3.588156 3.364837 24.818186 11.529138 14.970058 7.855696 9.161078 6.623355